Giammaria Giordano

According to our database, Giammaria Giordano authored at least 20 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

When code smells meet ML: on the lifecycle of ML-specific code smells in ML-enabled systems.

Gilberto Recupito, Giammaria Giordano, Filomena Ferrucci, Dario Di Nucci, Fabio Palomba

Empir. Softw. Eng., October, 2025

Contextual Fairness-Aware Practices in ML: A Cost-Effective Empirical Evaluation.

Alessandra Parziale, Gianmario Voria, Giammaria Giordano, Gemma Catolino, Gregorio Robles, Fabio Palomba

CoRR, March, 2025

Into the ML-Universe: An improved classification and characterization of machine-learning projects.

Vincenzo De Martino, Gilberto Recupito, Giammaria Giordano, Filomena Ferrucci, Dario Di Nucci, Fabio Palomba

J. Syst. Softw., 2025

Fairness on a budget, across the board: A cost-effective evaluation of fairness-aware practices across contexts, tasks, and sensitive attributes.

Alessandra Parziale, Gianmario Voria, Giammaria Giordano, Gemma Catolino, Gregorio Robles, Fabio Palomba

Inf. Softw. Technol., 2025

"The Candle is Burning Out on its Own..": Modeling Fatigue and Empathy Among Chinese Developers.

Damian A. Tamburri, Haotian Zhang, Kelly Blincoe, Rick Kazman, Giammaria Giordano, Valeria Pontillo, Fabio Palomba

Proceedings of the Software Engineering and Advanced Applications, 2025

Teaching Software Engineering for Artificial Intelligence: An Experience Report.

Fabio Palomba, Gianmario Voria, Alessandra Parziale, Viviana Pentangelo, Antonio Della Porta, Vincenzo De Martino, Gilberto Recupito, Giammaria Giordano

Proceedings of the Software Engineering and Advanced Applications, 2025

An Evidence-Based Study on the Relationship of Software Engineering Practices on Code Smells in Python ML Projects.

Giammaria Giordano, Antonio Della Porta, Filomena Ferrucci, Fabio Palomba

Proceedings of the Software Engineering and Advanced Applications, 2025

2024

On the adoption and effects of source code reuse on defect proneness and maintenance effort.

Giammaria Giordano, Gerardo Festa, Gemma Catolino, Fabio Palomba, Filomena Ferrucci, Carmine Gravino

Empir. Softw. Eng., February, 2024

Data Preparation for Fairness-Performance Trade-Offs: A Practitioner-Friendly Alternative?

Gianmario Voria, Rebecca Di Matteo, Giammaria Giordano, Gemma Catolino, Fabio Palomba

CoRR, 2024

QualAI: Continuous Quality Improvement of AI-based Systems.

Nicole Novielli, Rocco Oliveto, Fabio Palomba, Fabio Calefato, Giuseppe Colavito, Vincenzo De Martino, Antonio Della Porta, Giammaria Giordano, Emanuela Guglielmi, Filippo Lanubile, Luigi Quaranta, Gilberto Recupito, Simone Scalabrino, Angelica Spina, Antonio Vitale

Proceedings of the Joint Proceedings of RCIS 2024 Workshops and Research Projects Track co-located with the 18th International Conferecence on Research Challenges in Information Science (RCIS 2024), 2024

FRINGE: context-aware FaiRness engineerING in complex software systEms.

Fabio Palomba, Andrea Di Sorbo, Davide Di Ruscio, Filomena Ferrucci, Gemma Catolino, Giammaria Giordano, Dario Di Dario, Gianmario Voria, Viviana Pentangelo, Maria Tortorella, Arnaldo Sgueglia, Claudio Di Sipio, Giordano d'Aloisio, Antinisca Di Marco

Proceedings of the 18th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2024

Continuous Quality Improvement of AI-based Systems: the QualAI Project.

Nicole Novielli, Rocco Oliveto, Fabio Palomba, Fabio Calefato, Giuseppe Colavito, Vincenzo De Martino, Antonio Della Porta, Giammaria Giordano, Emanuela Guglielmi, Filippo Lanubile, Luigi Quaranta, Gilberto Recupito, Simone Scalabrino, Angelica Spina, Antonio Vitale

Proceedings of the 18th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, 2024

Toward a Search-Based Approach to Support the Design of Security Tests for Malicious Network Traffic.

Davide La Gamba, Gerardo Iuliano, Gilberto Recupito, Giammaria Giordano, Filomena Ferrucci, Dario Di Nucci, Fabio Palomba

Proceedings of the 28th International Conference on Evaluation and Assessment in Software Engineering, 2024

2023

QuantuMoonLight: A low-code platform to experiment with quantum machine learning.

Francesco Amato, Matteo Cicalese, Luca Contrasto, Giacomo Cubicciotti, Gerardo D'Ambola, Antonio La Marca, Giuseppe Pagano, Fiorentino Tomeo, Gennaro Alessio Robertazzi, Gabriele Vassallo, Giovanni Acampora, Autilia Vitiello, Gemma Catolino, Giammaria Giordano, Stefano Lambiase, Valeria Pontillo, Giulia Sellitto, Filomena Ferrucci, Fabio Palomba

SoftwareX, May, 2023

How May Deep Learning Testing Inform Model Generalizability? The Case of Image Classification.

Giammaria Giordano, Valeria Pontillo, Giusy Annunziata, Antonio Cimino, Filomena Ferrucci, Fabio Palomba

Proceedings of the 15th Seminar on Advanced Techniques & Tools for Software Evolution, University of Salerno, Computer Science Department, 2023

Understanding Developer Practices and Code Smells Diffusion in AI-Enabled Software: A Preliminary Study.

Giammaria Giordano, Giusy Annunziata, Andrea De Lucia, Fabio Palomba

Proceedings of the Joint Proceedings of the 32nd International Workshop on Software Measurement (IWSM) and the 17th International Conference on Software Process and Product Measurement (MENSURA), 2023

The Yin and Yang of Software Quality: On the Relationship between Design Patterns and Code Smells.

Giammaria Giordano, Giulia Sellitto, Aurelio Sepe, Fabio Palomba, Filomena Ferrucci

Proceedings of the 49th Euromicro Conference on Software Engineering and Advanced Applications, 2023

2022

On the use of artificial intelligence to deal with privacy in IoT systems: A systematic literature review.

Giammaria Giordano, Fabio Palomba, Filomena Ferrucci

J. Syst. Softw., 2022

On the Evolution of Inheritance and Delegation Mechanisms and Their Impact on Code Quality.

Giammaria Giordano, Antonio Fasulo, Gemma Catolino, Fabio Palomba, Filomena Ferrucci, Carmine Gravino

Proceedings of the IEEE International Conference on Software Analysis, 2022

A Preliminary Conceptualization and Analysis on Automated Static Analysis Tools for Vulnerability Detection in Android Apps.

Giammaria Giordano, Fabio Palomba, Filomena Ferrucci

Proceedings of the 48th Euromicro Conference on Software Engineering and Advanced Applications, 2022